{"id":"W4388604287","doi":"","title":"Greenhouse gas and sanitary issues for onsite treatment of urban organic waste","year":2010,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Waste management; Greenhouse gas; Biodegradable waste; Waste treatment; Environmental science; Municipal solid waste; Environmental engineering; Environmental planning; Engineering; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001725795,0.0003937665,0.0004808759,0.0001085411,0.0002478762,0.0001315524,0.0008893263,0.0002525337,0.0006099232],"category_scores_gemma":[0.0002897494,0.0003899976,0.0001817962,0.0001961366,0.0004457242,0.0001070492,0.002095509,0.0002799628,0.0000406118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001976889,"about_ca_system_score_gemma":0.00004138898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00570893,"about_ca_topic_score_gemma":0.01351131,"domain_scores_codex":[0.9967545,0.001172766,0.0005132453,0.0008160598,0.0003686064,0.000374863],"domain_scores_gemma":[0.9963729,0.0005569757,0.0004668221,0.002203515,0.0002025667,0.0001972006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000451471,0.01501972,0.07279518,0.002755136,0.001899855,0.00005598709,0.2138659,0.006175581,0.1131062,0.05463002,0.02761249,0.4916325],"study_design_scores_gemma":[0.006232767,0.00004310573,0.01679974,0.002895314,0.001158702,0.00003196693,0.002074601,0.2252942,0.3831113,0.01697157,0.34187,0.003516778],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688336,0.001380151,0.008622543,0.004891142,0.0002068898,0.001638624,0.0001329082,0.0001217609,0.0141724],"genre_scores_gemma":[0.9479913,0.002004081,0.03629238,0.00006104944,0.00004526171,0.0001757081,0.00029743,0.00008973612,0.01304304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4881157,"threshold_uncertainty_score":0.9998552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323172401461666,"score_gpt":0.2270121672704612,"score_spread":0.2137804432558445,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}